aliahmedghazi / Vector_Space_Cranfield_Dataset

This Repository is about IR system based on Vector Space Model using Cranfield Dataset with evaluation through Precision and Recall

Vector_Space_Cranfield_Dataset

Description:

This repository includes the implementation of Vector Space model with the preprocessed cranfield dataset in JSON form.

• You just need to install the dependencies mentioned below and run the Jupyter Notebook cell by cell.
• The last cell would allow to enter the query, (accepts only from cranqrel.json document), which would in turn output the top 9 results.

Dependencies:

• Python 3.7
• NLTK (pip install nltk (windows))